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Google Professional Cloud Developer

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You are developing an ecommerce application that stores customer, order, and inventory data in relational tables within Cloud Spanner. During a recent load test, you observe that Spanner's performance is not scaling linearly as expected. What is the most likely cause of this issue?

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Explanation:

The correct answer is C. Cloud Spanner distributes data based on primary keys. Using Version 1 UUIDs, which include timestamps and increase monotonically, causes new rows to be written to the same split (hotspotting). This prevents linear scaling as writes are concentrated on a single node, even as the cluster grows. Options A and B relate to data type inefficiencies but do not directly impact scaling. Option D affects query performance but not the underlying distribution of data across nodes.

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